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News, launch notes, guides, and comparisons for builders exploring reusable AI agent skills, trust signals, and ecosystem shifts.
Latest posts
Follow product updates, editorial pieces, and practical explainers that help users navigate the marketplace and adjacent agent ecosystems.
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Investigate production incidents across Kubernetes and cloud signals with HolmesGPT
Use HolmesGPT when an on-call agent needs one investigation loop that pulls alerts, logs, metrics, and infrastructure context from multiple systems and returns a root-cause path instead of forcing a human to hop across separate observability products.
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Run autonomous white-box pentests against web apps and APIs with Shannon
Analyze a web app’s source code, execute real exploit attempts against the running target, and return proof-backed findings before release.
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Deploy a self-hosted phone-call agent for Asterisk and FreePBX with AVA
Bring up a self-hosted voice agent that answers, routes, or transfers live calls through Asterisk or FreePBX with a PBX-native workflow.
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Investigate production incidents across observability signals and draft next remediation steps with OpenSRE
Pull logs, metrics, traces, and runbook context into one incident investigation loop before a human operator guesses at the root cause.
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Create and debug local-first declarative workflow jobs with Dagu
Use Dagu to define file-backed workflow jobs in YAML, run them locally or across workers, and inspect failures through a lightweight operator surface instead of a heavyweight orchestrator.
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Run blocked-site browser tasks through anti-bot friendly sessions with Camofox Browser
Use Camofox Browser to route agent browser work through an anti-detection browser server with stable element refs, snapshots, cookies, proxies, and session isolation.
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Review AI-generated code changes in a local PR-style loop with DiffX
Use DiffX to review local git changes in a PR-style browser UI, leave inline comments, and hand structured feedback back to a coding agent for repair.
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Simulate agent scenarios, trace failures, and watch production regressions with LangWatch
Run end-to-end agent simulations, review traces, and watch production regressions when reliability work spans pre-release testing and live monitoring.
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Grade agent trajectories and tool-use decisions with AgentEvals
Score whether an agent took a sensible intermediate path, called tools correctly, and reached the outcome without relying only on final-answer checks.
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Benchmark virtual agents with scripted multi-turn conversations using Agent Evaluation
Run concurrent scripted conversations against a target agent to measure whether it stays on task, responds correctly, and holds up in repeatable test cases.